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Runtime error
Greg Thompson
commited on
Commit
•
3260908
1
Parent(s):
b50e39f
Update nlu endpoint with payload validity check
Browse files- mathtext_fastapi/nlu.py +36 -0
mathtext_fastapi/nlu.py
CHANGED
@@ -1,4 +1,6 @@
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from logging import getLogger
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import re
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from fuzzywuzzy import fuzz
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@@ -137,6 +139,35 @@ def run_intent_classification(message_text):
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return nlu_response
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def evaluate_message_with_nlu(message_data):
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""" Process a student's message using NLU functions and send the result
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@@ -147,7 +178,12 @@ def evaluate_message_with_nlu(message_data):
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{'type': 'sentiment', 'data': 'NEGATIVE', 'confidence': 0.9997807145118713}
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"""
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# Keeps system working with two different inputs - full and filtered @event object
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log.info(f'Starting evaluate message: {message_data}')
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try:
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message_text = str(message_data.get('message_body', ''))
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except:
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from collections.abc import Mapping
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from logging import getLogger
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import datetime as dt
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import re
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from fuzzywuzzy import fuzz
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return nlu_response
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def payload_is_valid(payload_object):
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"""
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>>> payload_is_valid({'author_id': '+821031323138', 'author_type': 'OWNER', 'contact_uuid': '49d42557-7a64-42fc-98fb-794061f37cf9', 'message_body': 'thirty one', 'message_direction': 'inbound', 'message_id': 'ABEGghAxMjE4Ags-sGJ_JArMAnJBnA', 'message_inserted_at': '2022-07-05T04:00:34.03352Z', 'message_updated_at': '2023-04-06T10:08:23.745072Z'})
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True
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"""
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return (
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isinstance(payload_object, Mapping) and
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isinstance(payload_object.get('author_id'), str) and
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isinstance(payload_object.get('author_type'), str) and
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isinstance(payload_object.get('contact_uuid'), str) and
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isinstance(payload_object.get('message_body'), str) and
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isinstance(payload_object.get('message_direction'), str) and
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isinstance(payload_object.get('inbound'), str) and
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isinstance(payload_object.get('message_id'), str) and
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isinstance(payload_object.get('message_inserted_at'), str) and
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isinstance(payload_object.get('message_updated_at'), str) and
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isinstance(payload_object.get('message_inserted_at'), str) and
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isinstance(payload_object.get('message_updated_at'), str) and
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isinstance(
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dt.datetime.fromisoformat(payload_object.get('message_inserted_at')),
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dt.datetime
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) and
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isinstance(
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dt.datetime.fromisoformat(payload_object.get('message_updated_at')),
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dt.datetime
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)
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)
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def evaluate_message_with_nlu(message_data):
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""" Process a student's message using NLU functions and send the result
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{'type': 'sentiment', 'data': 'NEGATIVE', 'confidence': 0.9997807145118713}
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"""
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# Keeps system working with two different inputs - full and filtered @event object
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# Call validate payload
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log.info(f'Starting evaluate message: {message_data}')
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if not payload_is_valid(message_data):
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return {'type': 'error', 'data': ERROR_CODE, 'confidence': 0}
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try:
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message_text = str(message_data.get('message_body', ''))
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except:
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